SE Radio 561: Dan DeMers on Dataware

Schema Plasticity

Schema plasticity in dataware is akin to neuroplasticity, allowing systems to adapt to changes in data models over time. Dan DeMers explains that just as the brain reorganizes itself to accommodate new experiences, dataware enables dynamic schema evolution without breaking existing applications 1. This adaptability is crucial for collaborative data management, where different teams can reference and evolve data independently.

If our brain couldn't reorganize itself through new experiences, we would know tomorrow what we knew yesterday.

--- Dan DeMers

By intercepting data operations, dataware ensures that changes in data structures don't disrupt the systems relying on them 2.

   

Adaptive Interfaces

Adaptive interfaces in dataware leverage metadata to create flexible user and machine experiences. Dan DeMers highlights that these interfaces dynamically adjust to schema changes, ensuring continuity even when data models evolve 3. This adaptability is akin to how document collaboration platforms like Google Drive maintain access despite changes in file organization.

That's a really simple example of if I were to apply the concept of plasticity to document collaboration now, just extend that to data.

--- Dan DeMers

By harnessing metadata, dataware can prevent disruptions in both human and machine interactions, maintaining seamless access to data 4.